{"id":1561,"date":"2026-10-25T22:22:07","date_gmt":"2026-10-25T22:22:07","guid":{"rendered":"https:\/\/mesbahi.net\/fa\/?p=1561"},"modified":"2026-10-25T22:22:09","modified_gmt":"2026-10-25T22:22:09","slug":"system-one-models","status":"publish","type":"post","link":"https:\/\/mesbahi.net\/fa\/blog\/1405\/08\/03\/system-one-models\/","title":{"rendered":"System One Models: \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0642\u0631\u0627\u0631 \u0646\u06cc\u0633\u062a \u062d\u0631\u0641 \u0628\u0632\u0646\u0646\u060c \u0648 \u0641\u0642\u0637 \u062a\u0635\u0645\u06cc\u0645 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646!"},"content":{"rendered":"\n<pre class=\"wp-block-preformatted .rtlcode has-custom-css wp-custom-css-33baebbb\">\u0627\u06cc\u0646 \u0645\u0637\u0644\u0628\u060c \u0646\u06af\u0627\u0631\u0634 \u0633\u0648\u0645 \u0627\u0632 \u0645\u062a\u0646\u06cc\u0647 \u06a9\u0647 \u0631\u0648\u0632\u0647\u0627\u06cc \u0627\u0648\u0644 \u0628\u0639\u062f \u0627\u0632 \u0627\u0646\u062a\u0634\u0627\u0631 Jev \u0646\u0648\u0634\u062a\u0645. \u062d\u062f\u0648\u062f \u06cc\u06a9 \u0645\u0627\u0647 \u0648 \u0646\u06cc\u0645\u060c \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u067e\u06cc\u0634\u200c\u0646\u0648\u06cc\u0633 \u0645\u0648\u0646\u062f\u060c \u0648 \u062f\u0648 \u0628\u0627\u0631 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc\u0634 \u06a9\u0631\u062f\u0645 \u062a\u0627 \u0647\u0645 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0647\u200c\u0631\u0648\u0632 \u0628\u062e\u0648\u0646\u0647 \u0648 \u0647\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\u200c\u0647\u0627 \u0648 \u062a\u062c\u0631\u0628\u0647\u200c\u06cc \u0639\u0645\u0644\u06cc \u062e\u0648\u062f\u0645 \u0631\u0648 \u062a\u0648\u06cc \u0645\u062a\u0646 \u0644\u062d\u0627\u0638 \u06a9\u0646\u0645. \u0628\u0639\u062f \u0627\u0632 \u062e\u0648\u0646\u062f\u0646\u0634 \u0645\u06cc\u200c\u062f\u0648\u0646\u06cc\u0646 Decision Model \u0686\u06cc\u0647\u060c \u06a9\u062c\u0627 \u0628\u0647\u200c\u062f\u0631\u062f\u062a \u0645\u06cc\u200c\u062e\u0648\u0631\u0647\u060c \u0648 \u06a9\u062c\u0627 \u0646\u0647\u060c \u0648 \u0686\u0637\u0648\u0631 \u0627\u0648\u0644\u06cc\u0646 \u062a\u062c\u0631\u0628\u0647 \u0631\u0648 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u06cc \u062e\u0648\u062f\u062a\u0648\u0646 \u0628\u0633\u0646\u062c\u06cc\u0646. \u0627\u06af\u0647 \u0647\u0645 \u0641\u0642\u0637 \u06a9\u062f \u0631\u0648 \u0645\u06cc\u200c\u062e\u0648\u0627\u06cc\u0646\u060c \u0644\u06cc\u0646\u06a9 repo \u0622\u062e\u0631 \u0645\u0637\u0644\u0628\u0647.<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06af\u0631 \u062f\u0631 \u0627\u06cc\u0646 \u0686\u0646\u062f \u0633\u0627\u0644 LLM\u0647\u0627 \u0631\u0648 \u062f\u0627\u062e\u0644 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0628\u0627\u0634\u06cc\u0646\u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648 \u0631\u0648 \u0632\u06cc\u0627\u062f \u062f\u06cc\u062f\u06cc\u0646 \u06a9\u0647 \u0647\u0631 \u062c\u0627 \u0628\u0647 \u06a9\u0645\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645\u060c \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0631\u0648 \u0645\u06cc\u200c\u0641\u0631\u0633\u062a\u06cc\u0645 \u0628\u0631\u0627\u06cc \u06cc\u0647 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u0648 \u0645\u0646\u062a\u0638\u0631 \u0645\u06cc\u200c\u0645\u0648\u0646\u06cc\u0645 \u062a\u0627 \u06cc\u0647 \u0686\u06cc\u0632\u06cc \u0628\u0631\u0627\u0645\u0648\u0646 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0647!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u0631\u0642\u06cc \u0647\u0645 \u0646\u0645\u06cc\u200c\u06a9\u0646\u0647 \u0628\u062e\u0648\u0627\u06cc\u0645 \u06cc\u0647 \u0627\u06cc\u0645\u06cc\u0644 \u0628\u0646\u0648\u06cc\u0633\u06cc\u0645\u060c \u06cc\u0627 \u06cc\u0647 \u0645\u0633\u0626\u0644\u0647 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c \u0631\u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u0645 \u06cc\u0627 \u0641\u0642\u0637 \u062a\u0634\u062e\u06cc\u0635 \u0628\u062f\u06cc\u0645 \u06cc\u0647 \u062a\u06cc\u06a9\u062a \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0647\u062a\u0631\u0647 \u0628\u0631\u0627\u06cc \u06a9\u062f\u0648\u0645 \u062a\u06cc\u0645 \u0627\u0631\u0633\u0627\u0644 \u0628\u0634\u0647. \u0645\u062b\u0644\u0627\u064b \u0641\u0631\u0636 \u06a9\u0646\u06cc\u0646 \u06a9\u0647 \u0645\u0634\u062a\u0631\u06cc \u06cc\u0647 \u0686\u0646\u06cc\u0646 \u067e\u06cc\u0627\u0645\u06cc \u0641\u0631\u0633\u062a\u0627\u062f\u0647:<br>&#8220;!My card was charged twice and nobody answers me&#8221;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0645\u0627 \u0628\u0627\u06cc\u062f \u0633\u0647 \u0686\u06cc\u0632 \u0631\u0648 \u062a\u0634\u062e\u06cc\u0635 \u0628\u062f\u0647:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0622\u06cc\u0627 \u0627\u06cc\u0646 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0641\u0648\u0631\u06cc\u0647\u061f<\/li>\n\n\n\n<li>\u0628\u0627\u06cc\u062f \u0628\u0631\u0627\u06cc \u06a9\u062f\u0648\u0645 \u062a\u06cc\u0645 \u0627\u0631\u0633\u0627\u0644 \u0628\u0634\u0647\u061f \u062a\u06cc\u0645 Billing\u060c Support \u06cc\u0627 Fraud\u061f<\/li>\n\n\n\n<li>\u0645\u0634\u062a\u0631\u06cc \u0686\u0642\u062f\u0631 \u0646\u0627\u0631\u0627\u062d\u062a\u0647\u061f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0631\u0648\u0634 \u0631\u0627\u06cc\u062c \u0627\u06cc\u0646\u0647 \u06a9\u0647 \u067e\u06cc\u0627\u0645 \u0631\u0648 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u06cc\u06a9 Prompt \u0628\u0647 LLM \u0628\u062f\u06cc\u0645\u060c \u0627\u0632\u0634 \u0628\u062e\u0648\u0627\u06cc\u0645 JSON \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0647\u060c \u062e\u0631\u0648\u062c\u06cc \u0631\u0648 Parse \u0648 Validate \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0639\u062f \u062a\u0635\u0645\u06cc\u0645 \u0628\u06af\u06cc\u0631\u06cc\u0645. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0647\u060c \u0627\u0645\u0627 \u0648\u0627\u0642\u0639\u0627\u064b \u0628\u0631\u0627\u06cc \u0647\u0631 \u062a\u0635\u0645\u06cc\u0645 \u06a9\u0648\u0686\u06cc\u06a9\u06cc \u0628\u0647 \u06cc\u0647 \u0645\u062f\u0644 \u062a\u0648\u0644\u06cc\u062f\u06a9\u0646\u0646\u062f\u0647 \u0645\u062a\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645\u061f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0627 \u06a9\u0647 \u0646\u0645\u06cc\u200c\u062e\u0648\u0627\u06cc\u0645 \u0645\u062f\u0644 \u062f\u0631\u0628\u0627\u0631\u0647 \u0646\u0627\u0631\u0627\u062d\u062a\u06cc \u0645\u0634\u062a\u0631\u06cc \u0627\u0646\u0634\u0627 \u0628\u0646\u0648\u06cc\u0633\u0647! \u0641\u0642\u0637 \u0645\u06cc\u200c\u062e\u0648\u0627\u06cc\u0645 \u0686\u0646\u062f \u0642\u0636\u0627\u0648\u062a \u0645\u0634\u062e\u0635 \u0631\u0648 \u0627\u0646\u062c\u0627\u0645 \u0628\u062f\u0647 \u062a\u0627 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0628\u062a\u0648\u0646\u0647 \u0642\u062f\u0645 \u0628\u0639\u062f\u06cc \u0631\u0648 \u0628\u0631\u062f\u0627\u0631\u0647. \u0628\u0631\u0627\u06cc \u0686\u0646\u06cc\u0646 \u0634\u0631\u0627\u06cc\u0637\u06cc\u0647 \u06a9\u0647 \u062f\u0633\u062a\u0647\u200c\u0627\u06cc \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627 \u0648 API\u0647\u0627 \u0628\u0647 \u0630\u06cc\u0644 \u0639\u0646\u0648\u0627\u0646 <strong>System One Models<\/strong> \u06cc\u0627 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u060c <em>Decision Models<\/em> \u0648\u0627\u0631\u062f \u062f\u0627\u0633\u062a\u0627\u0646 \u0645\u06cc\u200c\u0634\u0646.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">System One \u0627\u0635\u0644\u0627\u064b \u06cc\u0639\u0646\u06cc \u0686\u06cc\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0633\u0645 System One \u0627\u0632 \u062a\u0642\u0633\u06cc\u0645\u200c\u0628\u0646\u062f\u06cc \u0645\u0639\u0631\u0648\u0641 <a href=\"https:\/\/fa.wikipedia.org\/wiki\/%D8%AF%D9%86%DB%8C%D9%84_%DA%A9%D8%A7%D9%86%D9%85%D9%86\" data-type=\"link\" data-id=\"https:\/\/fa.wikipedia.org\/wiki\/%D8%AF%D9%86%DB%8C%D9%84_%DA%A9%D8%A7%D9%86%D9%85%D9%86\">\u062f\u0646\u06cc\u0644 \u06a9\u0627\u0646\u0645\u0646<\/a> \u062f\u0631\u0628\u0627\u0631\u0647 \u062f\u0648 \u0634\u06cc\u0648\u0647 \u062a\u0641\u06a9\u0631 \u0627\u0646\u0633\u0627\u0646 \u0627\u0644\u0647\u0627\u0645 \u06af\u0631\u0641\u062a\u0647 \u0634\u062f\u0647:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>System 1:<\/strong> \u0633\u0631\u06cc\u0639\u060c \u0634\u0647\u0648\u062f\u06cc \u0648 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0628\u062f\u0648\u0646 \u062a\u0623\u0645\u0644 \u0622\u06af\u0627\u0647\u0627\u0646\u0647.<\/li>\n\n\n\n<li><strong>System 2:<\/strong> \u06a9\u0646\u062f\u062a\u0631\u060c \u062a\u062d\u0644\u06cc\u0644\u06cc\u200c\u062a\u0631 \u0648 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u0628\u0631\u0631\u0633\u06cc \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0628\u062a\u0647 \u0627\u06cc\u0646 \u062a\u0642\u0633\u06cc\u0645\u200c\u0628\u0646\u062f\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0634\u0646\u0627\u062e\u062a \u0627\u0646\u0633\u0627\u0646\u0647 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632\u0634 \u062a\u0648\u06cc \u062d\u0648\u0632\u0647 AI \u0628\u06cc\u0634\u062a\u0631 \u06cc\u06a9 \u062a\u0634\u0628\u06cc\u0647\u0647. \u0642\u0631\u0627\u0631 \u0646\u06cc\u0633\u062a \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u0645 \u062f\u0648 \u0646\u0648\u0639 \u0645\u063a\u0632 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u06cc\u06a9\u06cc \u0641\u06a9\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0647 \u0648 \u0627\u0648\u0646 \u06cc\u06a9\u06cc \u0646\u0647! \u062a\u0648\u06cc \u062f\u0646\u06cc\u0627\u06cc AI\u060c \u0627\u0635\u0637\u0644\u0627\u062d System One \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u0631\u0647 \u06a9\u0647 \u0628\u0647\u200c\u062c\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u06cc\u0627 \u0632\u0646\u062c\u06cc\u0631\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0633\u0631\u06cc\u0639 \u062f\u0631\u0628\u0627\u0631\u0647 \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u062d\u062f\u0648\u062f \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0646.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0647 \u0628\u06cc\u0627\u0646 \u0633\u0627\u062f\u0647\u060c \u0628\u0647\u200c\u062c\u0627\u06cc \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>Prompt \u27a1\ufe0f Generated Text<\/code><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627 \u06cc\u0647 \u0686\u06cc\u0632\u06cc \u0634\u0628\u06cc\u0647 \u0627\u06cc\u0646 \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u06cc\u0645:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>State + Questions + Options \u27a1\ufe0f Decisions + Probabilities<\/code><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u06cc\u0639\u0646\u06cc \u0648\u0636\u0639\u06cc\u062a \u0641\u0639\u0644\u06cc \u0631\u0648 \u0628\u0647 \u0645\u062f\u0644 \u0645\u06cc\u200c\u062f\u06cc\u0645\u060c \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u06cc\u06cc \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u067e\u0631\u0633\u06cc\u0645 \u0648 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u062a\u0648\u06cc \u0645\u0646\u0637\u0642 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647\u200c\u0627\u0646\u062f. \u0628\u0631\u0627\u06cc \u062a\u06cc\u06a9\u062a \u0642\u0628\u0644\u06cc\u060c \u062e\u0631\u0648\u062c\u06cc \u0648\u0627\u0642\u0639\u06cc Jev \u0631\u0648\u06cc OpenRouter \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0634\u0628\u06cc\u0647 \u0627\u06cc\u0646 \u062f\u0627\u0631\u0647:<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#2e3440ff\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n   \"team\":{\n      \"type\":\"choice\",\n      \"choice\":\"billing\",\n      \"confidence\":0.67,\n      \"probabilities\":{\n         \"billing\":0.78,\n         \"support\":0.17,\n         \"fraud\":0.05\n      }\n   },\n   \"urgent\":{\n      \"type\":\"noul\",\n      \"noul\":0.82\n   },\n   \"frustration\":{\n      \"type\":\"score\",\n      \"score\":1.69,\n      \"confidence\":0.69,\n      \"probabilities\":{\n         \"0\":0.03,\n         \"1\":0.25,\n         \"2\":0.72\n      }\n   }\n}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">   <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">team<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">type<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">choice<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">choice<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">billing<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">confidence<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">0.67<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">probabilities<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">         <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">billing<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">0.78<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">         <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">support<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">0.17<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">         <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">fraud<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">0.05<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">   <\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">   <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">urgent<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">type<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">noul<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">noul<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">0.82<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">   <\/span><span style=\"color: #ECEFF4\">},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">   <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">frustration<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">type<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">score<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">score<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">1.69<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">confidence<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">0.69<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">probabilities<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">         <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">0<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">0.03<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">         <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">1<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">0.25<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">         <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">2<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #B48EAD\">0.72<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">   <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u0627\u0644 Jev \u0627\u0633\u062a \u0648 API \u0647\u0646\u0648\u0632 alpha \u0627\u0633\u062a\u060c \u067e\u0633 \u0645\u0645\u06a9\u0646\u0647 \u0639\u0648\u0636 \u0628\u0634\u0647. \u0628\u0647 \u0633\u0647 \u0646\u0648\u0639 \u0633\u0624\u0627\u0644 \u062f\u0642\u062a \u06a9\u0646: noul \u0641\u0642\u0637 \u0627\u062d\u062a\u0645\u0627\u0644 \u00ab\u0628\u0644\u0647\u00bb \u0631\u0648 \u0645\u06cc\u200c\u062f\u0647\u060c choice \u0628\u0631\u0627\u06cc \u0647\u0631 \u06af\u0632\u06cc\u0646\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0645\u06cc\u200c\u062f\u0647\u060c \u0648 score \u062c\u0627\u06cc\u06af\u0627\u0647 \u0631\u0648\u06cc \u06cc\u0647 \u0645\u0642\u06cc\u0627\u0633 \u0645\u0631\u062a\u0628\u200c\u0634\u062f\u0647 \u0631\u0648 \u0646\u0634\u0648\u0646 \u0645\u06cc\u200c\u062f\u0647. \u0627\u0645\u0627 \u0646\u06a9\u062a\u0647 \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646\u0647 \u06a9\u0647 \u0645\u062f\u0644 \u0628\u0647\u200c\u062c\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u06cc\u06a9 \u0645\u062a\u0646 \u0622\u0632\u0627\u062f\u060c \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0631\u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0646\u062a\u0627\u06cc\u062c\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u0627\u0632\u0634\u0648\u0646 \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u0633\u06cc\u0631 \u0628\u0639\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062b\u0644\u0627\u064b \u0648\u0642\u062a\u06cc \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0631\u062c\u0627\u0639 \u0628\u0647 Billing \u0628\u0627\u0644\u0627\u0633\u062a \u0648 \u0634\u0648\u0627\u0647\u062f \u06a9\u0627\u0641\u06cc \u0647\u0645 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0647\u060c \u062a\u06cc\u06a9\u062a \u0628\u0647 \u0627\u06cc\u0646 \u062a\u06cc\u0645 \u0627\u0631\u0633\u0627\u0644 \u0628\u0634\u0647. \u0627\u06af\u0631 \u062a\u0635\u0645\u06cc\u0645 \u0645\u0628\u0647\u0645\u0647\u060c \u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0641\u0631\u0633\u062a\u0627\u062f\u0647 \u0628\u0634\u0647. \u0648 \u0627\u06cc\u0646 \u062f\u0642\u06cc\u0642\u0627\u064b \u062c\u0627\u06cc\u06cc\u0647 \u06a9\u0647 Decision Models \u062c\u0630\u0627\u0628 \u0645\u06cc\u200c\u0634\u0646.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0632 Jev \u062a\u0627 OpenAI \u0648 Microsoft<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0633\u067e\u062a\u0627\u0645\u0628\u0631 \u06f2\u06f0\u06f2\u06f6 \u0634\u0631\u06a9\u062a TypeSafe AI \u06cc\u0647 \u0645\u062f\u0644 \u0628\u0647 \u0627\u0633\u0645 <strong>Jev<\/strong> \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f \u06a9\u0647 \u0645\u0634\u062e\u0635\u0627\u064b \u0628\u0631\u0627\u06cc \u0686\u0646\u06cc\u0646 \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627\u06cc\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0628\u0648\u062f. Jev \u0628\u0647\u200c\u062c\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u06cc\u0647 \u0686\u062a\u200c\u0628\u0627\u062a \u0639\u0645\u0648\u0645\u06cc \u0628\u0627\u0634\u0647\u060c \u0631\u0648\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u062d\u062f\u0648\u062f \u0648 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a\u06cc \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0634\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u06cc API \u0627\u0648\u0644\u06cc\u0647 Jev\u060c \u0633\u0647 \u0646\u0648\u0639 \u0639\u0645\u0644\u06cc\u0627\u062a \u0627\u0635\u0644\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a (\u062a\u0648\u06cc OpenAI Decisions API \u0627\u0633\u0645\u200c\u0647\u0627 \u0641\u0631\u0642 \u0645\u06cc\u200c\u06a9\u0646\u0647\u060c \u0648\u0644\u06cc \u0627\u06cc\u062f\u0647 \u06cc\u06a9\u06cc\u0647.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u0645\u0641\u0647\u0648\u0645<\/th><th>Jev<\/th><th>OpenAI Decisions API<\/th><\/tr><\/thead><tbody><tr><td>\u0627\u062d\u062a\u0645\u0627\u0644 \u062f\u0631\u0633\u062a \u0628\u0648\u062f\u0646 \u06cc\u06a9 \u06af\u0632\u0627\u0631\u0647<\/td><td>Noul<\/td><td>predicate<\/td><\/tr><tr><td>\u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627<\/td><td>Choice<\/td><td>choice<\/td><\/tr><tr><td>\u0627\u0645\u062a\u06cc\u0627\u0632 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u0642\u06cc\u0627\u0633<\/td><td>Score<\/td><td>score<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062b\u0644\u0627\u064b \u0645\u06cc\u200c\u062a\u0648\u0646\u0633\u062a\u06cc\u0645 \u06cc\u06a9 State \u0645\u0634\u062a\u0631\u06a9 \u0634\u0627\u0645\u0644 \u067e\u06cc\u0627\u0645 \u0645\u0634\u062a\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u0648 \u0686\u0646\u062f \u0633\u0624\u0627\u0644 \u0645\u062a\u0641\u0627\u0648\u062a \u062f\u0631\u0628\u0627\u0631\u0647 \u0647\u0645\u0648\u0646 \u067e\u06cc\u0627\u0645 \u0628\u067e\u0631\u0633\u06cc\u0645.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0636\u0645\u0646\u060c \u0634\u0631\u06a9\u062a TypeSafe \u0631\u0648\u0634\u06cc \u0628\u0647 \u0646\u0627\u0645 <strong>RLCD<\/strong> \u06cc\u0627 <em>Reinforcement Learning for Calibrated Decisions<\/em> \u0647\u0645 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f \u06a9\u0647 \u0647\u062f\u0641\u0634 \u0628\u0647\u0628\u0648\u062f \u06a9\u06cc\u0641\u06cc\u062a \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627 \u0648 \u0645\u0639\u0646\u0627\u062f\u0627\u0631\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u062e\u0631\u0648\u062c\u06cc \u0628\u0648\u062f. \u0627\u0645\u0627 \u062f\u0627\u0633\u062a\u0627\u0646 \u0628\u0647 Jev \u0645\u062d\u062f\u0648\u062f \u0646\u0645\u0648\u0646\u062f.  \u06f6 \u0627\u06a9\u062a\u0628\u0631 \u06f2\u06f0\u06f2\u06f6\u060c OpenAI \u0647\u0645 <strong><a href=\"https:\/\/developers.openai.com\/api\/docs\/guides\/decisions\" data-type=\"link\" data-id=\"https:\/\/developers.openai.com\/api\/docs\/guides\/decisions\">Decisions API<\/a><\/strong> \u0631\u0648 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0628\u062a\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f \u0648 \u062a\u0648\u06cc \u06f2\u06f2 \u0627\u06a9\u062a\u0628\u0631 \u0646\u0633\u062e\u0647 \u0639\u0645\u0648\u0645\u06cc \u0627\u0648\u0646 \u0631\u0648 \u0639\u0631\u0636\u0647 \u06a9\u0631\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 API \u0627\u0632 \u0645\u062f\u0644 <code>gpt-6-luna<\/code> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0647 \u0648 \u0633\u0647 \u0646\u0648\u0639 \u0633\u0624\u0627\u0644 \u062f\u0627\u0631\u0647:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>predicate<\/code>: \u0627\u062d\u062a\u0645\u0627\u0644 \u062f\u0631\u0633\u062a \u0628\u0648\u062f\u0646 \u06cc\u06a9 \u06af\u0632\u0627\u0631\u0647 \u0686\u0642\u062f\u0631\u0647\u061f<\/li>\n\n\n\n<li><code>choice<\/code>: \u0627\u0632 \u0628\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f\u060c \u06a9\u062f\u0648\u0645 \u0645\u0646\u0627\u0633\u0628\u200c\u062a\u0631\u0647\u061f<\/li>\n\n\n\n<li><code>score<\/code>: \u0648\u0631\u0648\u062f\u06cc \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u0642\u06cc\u0627\u0633 \u062a\u0639\u0631\u06cc\u0641\u200c\u0634\u062f\u0647 \u0686\u0647 \u0627\u0645\u062a\u06cc\u0627\u0632\u06cc \u0645\u06cc\u200c\u06af\u06cc\u0631\u0647\u061f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0645\u062a\u0646\u060c \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u0631\u0648 \u0647\u0645 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u0647 \u0648 \u0686\u0646\u062f\u06cc\u0646 \u0633\u0624\u0627\u0644 \u0631\u0648 \u062f\u0631 \u06cc\u06a9 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u067e\u0627\u0633\u062e \u0628\u062f\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0686\u0646\u062f \u0631\u0648\u0632 \u0628\u0639\u062f \u0627\u0632 \u0645\u0639\u0631\u0641\u06cc \u0627\u0648\u0644\u06cc\u0647 OpenAI\u060c \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0647\u0645 \u06f9 \u0627\u06a9\u062a\u0628\u0631 <a href=\"https:\/\/commandline.microsoft.com\/microsoft-decision-1-model-foundry\/\"><strong>Microsoft-Decision-1<\/strong> <\/a>\u0631\u0648 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u061b \u0645\u062f\u0644\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 Qwen3.5-9B \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641\u06cc \u0645\u062b\u0644 Classification\u060c Routing\u060c Prioritization \u0648 Verification \u0622\u0645\u0648\u0632\u0634 \u062a\u06a9\u0645\u06cc\u0644\u06cc \u062f\u06cc\u062f\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0628\u062a\u0647 Jev \u0645\u062f\u0644 \u0628\u0633\u062a\u0647\u200c\u0633\u062a \u0648 API  \u0627\u0648\u0646 \u0641\u0642\u0637 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc\u200c\u0634\u062f\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633\u0647. \u0686\u0646\u062f \u0645\u062f\u0644 open-weight \u0647\u0645 \u0627\u0648\u0645\u062f\u0646\u060c \u0645\u062b\u0644 Clef \u0627\u0632 Cloudflare \u0628\u0627 API \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 Jev\u060c \u06cc\u0627 Liquid d1 \u0648 CLM-8B \u0627\u0632 Stanford \u0648 NVIDIA. \u0648\u0642\u062a\u06cc \u062f\u0627\u062f\u0647 \u0646\u0628\u0627\u06cc\u062f \u0627\u0632 \u0633\u0631\u0648\u0631 \u062e\u0648\u062f\u062a\u0648\u0646 \u0628\u06cc\u0631\u0648\u0646 \u0628\u0631\u0647\u060c \u0627\u06cc\u0646\u200c\u0647\u0627 \u06af\u0632\u06cc\u0646\u0647\u200c\u06cc \u0645\u0647\u0645\u06cc\u200c\u0627\u0646.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0644\u0632\u0648\u0645\u0627\u064b \u0645\u0639\u0645\u0627\u0631\u06cc \u06cc\u06a9\u0633\u0627\u0646\u06cc \u0646\u062f\u0627\u0631\u0646 \u0648 \u062d\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 Decisions API \u0647\u0645 \u0628\u0647 \u0645\u0639\u0646\u06cc \u0648\u062c\u0648\u062f \u06cc\u06a9 \u0645\u0639\u0645\u0627\u0631\u06cc \u06a9\u0627\u0645\u0644\u0627\u064b \u062c\u062f\u06cc\u062f \u062f\u0631 \u067e\u0634\u062a \u067e\u0631\u062f\u0647 \u0646\u06cc\u0633\u062a. \u0627\u0645\u0627 \u062c\u0647\u062a \u062d\u0631\u06a9\u062a \u0645\u0634\u062a\u0631\u06a9\u0634\u0648\u0646 \u062c\u0627\u0644\u0628\u0647:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0628\u0647\u200c\u062c\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u0639\u0645\u0648\u0645\u06cc \u0628\u0631\u0627\u06cc \u0647\u0631 \u06a9\u0627\u0631 \u06a9\u0648\u0686\u06cc\u06a9\u06cc\u060c \u0628\u062e\u0634\u06cc \u0627\u0632 \u0638\u0631\u0641\u06cc\u062a AI \u0631\u0648 \u0631\u0648\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627\u06cc \u0645\u0634\u062e\u0635\u060c \u0633\u0631\u06cc\u0639 \u0648 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0645\u062a\u0645\u0631\u06a9\u0632 \u06a9\u0646\u06cc\u0645.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u06af\u0647 Structured Outputs \u0647\u0645\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0648 \u0646\u0645\u06cc\u200c\u06a9\u0646\u0647\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0627 \u062d\u062f\u06cc \u0686\u0631\u0627! \u0648 \u0627\u062a\u0641\u0627\u0642\u0627\u064b \u0627\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u0648 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u0633\u062a. \u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0646\u06cc\u0645 \u0628\u0627 JSON Schema \u06cc\u0627 Constrained Decoding \u0627\u0632 \u06cc\u0647 LLM \u0628\u062e\u0648\u0627\u06cc\u0645 \u062e\u0631\u0648\u062c\u06cc \u0645\u0634\u062e\u0635\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0647\u061b \u0645\u062b\u0644\u0627\u064b \u06cc\u0647 JSON \u0627\u06cc\u0646 \u0634\u06a9\u0644\u06cc:<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#2e3440ff\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>{\n  \"department\": \"billing\"\n}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #8FBCBB\">department<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">billing<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u067e\u0633 \u0686\u0631\u0627 \u0628\u0647 \u06cc\u0647 Decision Model \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645\u061f \u062a\u0641\u0627\u0648\u062a \u0627\u0635\u0644\u06cc \u062a\u0648\u06cc \u0646\u0648\u0639 \u0642\u0631\u0627\u0631\u062f\u0627\u062f\u06cc\u0647 \u06a9\u0647 \u0628\u0627 \u0645\u062f\u0644 \u062f\u0627\u0631\u06cc\u0645\u061b \u062a\u0648\u06cc Structured Outputs \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0632 \u06cc\u0647 \u0645\u062f\u0644 \u0645\u0648\u0644\u062f \u0645\u06cc\u200c\u062e\u0648\u0627\u06cc\u0645 \u067e\u0627\u0633\u062e\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0647 \u06a9\u0647 \u0628\u0627 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u0634\u062e\u0635\u06cc \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627\u0634\u0647. \u0627\u0645\u0627 \u062a\u0648\u06cc Decision Model\u060c \u0645\u0633\u0626\u0644\u0647 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06cc\u06a9 \u06af\u0632\u0627\u0631\u0647 \u06cc\u0627 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u0633\u062a \u0648 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0648\u0638\u0627\u06cc\u0641 \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0647\u200c\u062c\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0635\u0631\u0641\u0627\u064b \u0646\u0627\u0645 Billing \u0631\u0648 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0647\u060c \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 <strong>\u0645\u06cc\u0632\u0627\u0646 \u062a\u0631\u062c\u06cc\u062d \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0648 \u0647\u0645 \u0628\u0631\u06af\u0631\u062f\u0648\u0646\u0647<\/strong>. \u0627\u0644\u0628\u062a\u0647 \u0627\u06cc\u0646 \u062a\u0641\u0627\u0648\u062a \u0645\u0637\u0644\u0642 \u0646\u06cc\u0633\u062a. \u06cc\u0647 LLM \u0645\u0639\u0645\u0648\u0644\u06cc \u0647\u0645 \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0631\u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u0647\u060c \u0628\u0647\u0634\u0648\u0646 \u0627\u0645\u062a\u06cc\u0627\u0632 \u0628\u062f\u0647 \u06cc\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 Token Probabilities \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a\u06cc \u0631\u0648 \u0627\u0631\u0627\u0626\u0647 \u0628\u062f\u0647. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0646\u0648\u0622\u0648\u0631\u06cc \u0641\u0642\u0637 \u062a\u0648\u06cc \u0641\u0631\u0645\u062a \u062e\u0631\u0648\u062c\u06cc \u0646\u06cc\u0633\u062a\u061b \u0628\u0644\u06a9\u0647 \u062a\u0648\u06cc <strong>\u0647\u062f\u0641 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u060c \u0645\u0633\u06cc\u0631 Inference\u060c \u0642\u0631\u0627\u0631\u062f\u0627\u062f API \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627\u06cc \u0645\u062d\u062f\u0648\u062f<\/strong> \u0647\u0645 \u0647\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0636\u0645\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647\u060c \u062a\u0648\u0644\u06cc\u062f \u0622\u0628\u062c\u06a9\u062a\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0644\u0627\u06cc\u0647 \u06cc\u0627 \u0633\u0627\u062e\u062a \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062a\u0631\u06a9\u06cc\u0628\u06cc\u060c Structured Outputs \u0647\u0645\u0686\u0646\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0647\u062a\u0631\u06cc \u0628\u0627\u0634\u0647.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u067e\u0633 \u0686\u0631\u0627 \u0627\u0632 \u06cc\u06a9 Classifier \u0645\u0639\u0645\u0648\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u06a9\u0646\u06cc\u0645\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u062a\u0641\u0627\u0642\u0627\u064b \u062a\u0648\u06cc \u062e\u06cc\u0644\u06cc \u0627\u0632 \u0645\u0648\u0627\u0642\u0639 \u0628\u0627\u06cc\u062f \u0647\u0645\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0648 \u0628\u06a9\u0646\u06cc\u0645! \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u0633\u06cc\u0633\u062a\u0645\u06cc \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0641\u0642\u0637 \u0642\u0631\u0627\u0631\u0647 \u0645\u06cc\u0644\u06cc\u0648\u0646\u200c\u0647\u0627 \u0627\u06cc\u0645\u06cc\u0644 \u0631\u0648 \u0628\u0647 \u062f\u0648 \u062f\u0633\u062a\u0647 Spam \u0648 Not Spam \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0646\u0647. \u06cc\u06a9 Classifier \u06a9\u0648\u0686\u06cc\u06a9 \u0648 \u062a\u062e\u0635\u0635\u06cc \u0645\u0645\u06a9\u0646\u0647 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631\u060c \u0627\u0631\u0632\u0648\u0646\u200c\u062a\u0631 \u0648 \u062d\u062a\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0627\u0632 \u06cc\u0647 Decision Model \u0639\u0645\u0648\u0645\u06cc \u0628\u0627\u0634\u0647. \u0627\u0645\u0627 \u062a\u0641\u0627\u0648\u062a \u0645\u0647\u0645 \u0627\u06cc\u0646\u0647 \u06a9\u0647 \u062e\u06cc\u0644\u06cc \u0627\u0632 Decision Model\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0646\u0646 \u0628\u062f\u0648\u0646 \u0622\u0645\u0648\u0632\u0634 \u0645\u062c\u062f\u062f \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u0633\u0626\u0644\u0647\u060c \u0633\u0624\u0627\u0644\u200c\u0647\u0627 \u0648 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u062a\u0627\u0632\u0647\u200c\u0627\u06cc \u0631\u0648 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u0646.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062b\u0644\u0627\u064b \u0627\u0645\u0631\u0648\u0632 \u062f\u0631\u0628\u0627\u0631\u0647 \u062a\u06cc\u0645 \u0645\u0633\u0626\u0648\u0644 \u06cc\u0647 \u062a\u06cc\u06a9\u062a \u0645\u06cc\u200c\u067e\u0631\u0633\u06cc\u0645\u060c \u0641\u0631\u062f\u0627 \u062f\u0631\u0628\u0627\u0631\u0647 \u0627\u0631\u062a\u0628\u0627\u0637 \u06cc\u0647 \u062f\u0627\u06a9\u06cc\u0648\u0645\u0646\u062a \u0628\u0627 \u0633\u0624\u0627\u0644 \u06a9\u0627\u0631\u0628\u0631\u060c \u0648 \u067e\u0633\u200c\u0641\u0631\u062f\u0627 \u062f\u0631\u0628\u0627\u0631\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u062f\u0648\u0645 \u0627\u0628\u0632\u0627\u0631 \u0628\u0631\u0627\u06cc \u0627\u062f\u0627\u0645\u0647 \u06a9\u0627\u0631 \u06cc\u0647 AI Agent \u0645\u0646\u0627\u0633\u0628\u200c\u062a\u0631\u0647!!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u067e\u0633 \u0628\u0627 \u06cc\u0647 \u0645\u0641\u0647\u0648\u0645 \u06a9\u0627\u0645\u0644\u0627\u064b \u062a\u0627\u0632\u0647 \u062a\u0648\u06cc Classification \u0645\u0648\u0627\u062c\u0647 \u0646\u06cc\u0633\u062a\u06cc\u0645\u060c \u0628\u0644\u06a9\u0647 \u0628\u0627 \u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc <strong>\u062a\u0631\u06a9\u06cc\u0628 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc<\/strong> \u0631\u0648\u0628\u0647\u200c\u0631\u0648 \u0647\u0633\u062a\u06cc\u0645. <\/p>\n\n\n\n<div class=\"wp-block-uagb-advanced-heading uagb-block-7b6773e6\"><h3 class=\"uagb-heading-text\">\u0686\u0631\u0627 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0646\u0646 \u062e\u06cc\u0644\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0628\u0627\u0634\u0646\u061f<\/h3><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0645\u0648\u0644\u062f \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u062e\u0631\u0648\u062c\u06cc \u0631\u0648 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc \u0648 \u062a\u0648\u06a9\u0646\u200c\u0628\u0647\u200c\u062a\u0648\u06a9\u0646 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646. \u0637\u0628\u06cc\u0639\u062a\u0627\u064b \u062d\u062a\u06cc \u0648\u0642\u062a\u06cc \u0641\u0642\u0637 \u06cc\u06a9 \u067e\u0627\u0633\u062e \u06a9\u0648\u062a\u0627\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u06cc\u0645\u060c \u06a9\u0645\u0627\u06a9\u0627\u0646 \u0628\u0627 \u0641\u0631\u0627\u06cc\u0646\u062f \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u06cc\u0645.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0645\u0642\u0627\u0628\u0644\u0634\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc System One (\u0637\u0628\u0642 \u062a\u0639\u0631\u06cc\u0641 \u0645\u0642\u0627\u0644\u0647\u200c\u06cc System1-Arena) \u0648\u0631\u0648\u062f\u06cc \u0631\u0648 \u06cc\u06a9\u200c\u0628\u0627\u0631 \u0645\u06cc\u200c\u062e\u0648\u0646\u0646 \u0648 \u0627\u062d\u062a\u0645\u0627\u0644 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0631\u0648 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0632 \u0647\u0645\u0648\u0646 Forward Pass \u0628\u06cc\u0631\u0648\u0646 \u0645\u06cc\u200c\u06a9\u0634\u0646. \u06cc\u0639\u0646\u06cc \u0628\u0647\u200c\u062c\u0627\u06cc \u062f\u0647\u200c\u0647\u0627 \u0645\u0631\u062d\u0644\u0647\u200c\u06cc \u062a\u0648\u0644\u06cc\u062f \u062a\u0648\u06a9\u0646\u060c \u0641\u0642\u0637 \u06cc\u06a9 \u0645\u0631\u062d\u0644\u0647\u200c\u06cc \u062e\u0648\u0646\u062f\u0646 \u062f\u0627\u0631\u06cc\u0645. \u0645\u062b\u0644\u0627\u064b OpenAI \u0627\u0639\u0644\u0627\u0645 \u06a9\u0631\u062f\u0647 Decisions API \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0648\u0638\u0627\u06cc\u0641 \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u062a\u0627 \u06f1\u06f0 \u0628\u0631\u0627\u0628\u0631 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 GPT-6 Luna \u062a\u0648\u06cc Responses API \u0628\u0627\u0634\u0647. \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0647\u0645 \u0645\u06cc\u200c\u06af\u0647 Decision-1 \u0646\u062a\u0627\u06cc\u062c \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u062a\u0648\u06cc \u0633\u0631\u0639\u062a \u0648 \u06a9\u06cc\u0641\u06cc\u062a \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u062f\u0627\u0634\u062a\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0628\u062a\u0647 \u0627\u06cc\u0646 \u0627\u0639\u062f\u0627\u062f \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u0634\u0631\u0627\u06cc\u0637 \u0622\u0632\u0645\u0627\u06cc\u0634\u060c \u0645\u062f\u0644 \u0645\u0642\u0627\u06cc\u0633\u0647\u200c\u0634\u062f\u0647\u060c \u0627\u0646\u062f\u0627\u0632\u0647 \u0648\u0631\u0648\u062f\u06cc \u0648 \u062a\u0639\u062f\u0627\u062f \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u0633\u062a. \u0646\u0628\u0627\u06cc\u062f \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u0645 \u0647\u0631 Decision Model\u06cc \u0647\u0645\u06cc\u0634\u0647 \u06f1\u06f0 \u0628\u0631\u0627\u0628\u0631 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0632 \u0647\u0631 LLM \u062f\u06cc\u06af\u0647\u200c\u0627\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0648 \u0645\u0647\u0645\u200c\u062a\u0631 \u0627\u06cc\u0646\u06a9\u0647:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u0646 \u0644\u0632\u0648\u0645\u0627\u064b \u0628\u0647 \u0645\u0639\u0646\u06cc \u062f\u0631\u0633\u062a\u200c\u062a\u0631 \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u0646 \u0646\u06cc\u0633\u062a!<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u06a9\u062a\u0647\u200c\u06cc \u0647\u0632\u06cc\u0646\u0647: \u0647\u0632\u06cc\u0646\u0647\u200c\u06cc Jev \u0639\u0645\u0644\u0627\u064b \u0641\u0642\u0637 \u0627\u0632 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0645\u06cc\u0627\u062f (\u0637\u0628\u0642 README \u067e\u0631\u0648\u0698\u0647\u200c\u06cc \u0646\u0645\u0648\u0646\u0647\u060c \u062d\u062f\u0648\u062f \u06f0\u066b\u06f0\u06f4\u06f2 \u062f\u0644\u0627\u0631 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u0648\u0631\u0648\u062f\u06cc\u060c \u062e\u0631\u0648\u062c\u06cc \u0631\u0627\u06cc\u06af\u0627\u0646). \u067e\u0633 \u0627\u06af\u0647 \u0686\u0646\u062f \u0633\u0624\u0627\u0644 \u062f\u0631\u0628\u0627\u0631\u0647\u200c\u06cc \u06cc\u0647 \u0645\u062a\u0646 \u062f\u0627\u0631\u06cc\u060c \u0647\u0645\u0647 \u0631\u0648 \u062a\u0648\u06cc \u06cc\u06a9 request \u0628\u0641\u0631\u0633\u062a \u062a\u0627 \u0645\u062a\u0646 \u0641\u0642\u0637 \u06cc\u06a9\u200c\u0628\u0627\u0631 \u062d\u0633\u0627\u0628 \u0628\u0634\u0647.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Probability\u060c Confidence \u0648 \u062f\u0627\u0633\u062a\u0627\u0646 Calibration<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u06cc\u06a9\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a\u06cc\u0647. \u0645\u062b\u0644\u0627\u064b \u0641\u0631\u0636 \u06a9\u0646\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0627\u0631\u062c\u0627\u0639 \u06cc\u0647 \u062a\u06cc\u06a9\u062a\u060c \u06cc\u0647 \u0686\u0646\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647\u200c\u0627\u06cc \u062f\u0627\u062f\u0647:<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#2e3440ff\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>Billing: 0.51\nFraud:   0.49<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #D8DEE9FF\">Billing: <\/span><span style=\"color: #B48EAD\">0.51<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">Fraud:   <\/span><span style=\"color: #B48EAD\">0.49<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648 \u0628\u0631\u0627\u06cc \u06cc\u0647 \u062a\u06cc\u06a9\u062a \u062f\u06cc\u06af\u0647:<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#2e3440ff\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>Billing: 0.98\nFraud:   0.02<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #D8DEE9FF\">Billing: <\/span><span style=\"color: #B48EAD\">0.98<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">Fraud:   <\/span><span style=\"color: #B48EAD\">0.02<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06af\u0647 \u0635\u0631\u0641\u0627\u064b <code>argmax<\/code> \u0628\u06af\u06cc\u0631\u06cc\u0645\u060c \u062a\u0648\u06cc \u0647\u0631 \u062f\u0648 \u062d\u0627\u0644\u062a Billing \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u0634\u0647. \u0648\u0644\u06cc \u0645\u0634\u062e\u0635\u0647 \u06a9\u0647 \u0627\u06cc\u0646 \u062f\u0648 \u062a\u0635\u0645\u06cc\u0645 \u0627\u0632 \u0646\u0638\u0631 \u0639\u062f\u0645\u200c\u0642\u0637\u0639\u06cc\u062a \u06cc\u06a9\u0633\u0627\u0646 \u0646\u06cc\u0633\u062a\u0646. \u0627\u06cc\u0646\u062c\u0627 \u0645\u0641\u0647\u0648\u0645 <strong>Calibration<\/strong> \u0627\u0647\u0645\u06cc\u062a \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u06a9\u0646\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u0631\u0636 \u06a9\u0646\u06cc\u0646 \u0645\u062f\u0644 \u062a\u0648\u06cc \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u0634 \u0627\u062d\u062a\u0645\u0627\u0644 \u06f0\u066b\u06f8 \u0631\u0648 \u06af\u0632\u0627\u0631\u0634 \u06a9\u0631\u062f\u0647. \u0627\u06af\u0631 \u062f\u0631\u0633\u062a \u06a9\u0627\u0644\u06cc\u0628\u0631\u0647 \u0634\u062f\u0647 \u0628\u0627\u0634\u0647\u060c \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0627\u0631\u06cc\u0645 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0645\u0634\u0627\u0628\u0647 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u06f8\u06f0 \u062f\u0631\u0635\u062f \u0627\u0648\u0646 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627 \u062f\u0631\u0633\u062a \u0628\u0627\u0634\u0646. \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0627\u06cc\u062f \u0628\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0628\u0631\u0631\u0633\u06cc \u0628\u0634\u0647. \u0635\u0631\u0641 \u0627\u06cc\u0646\u06a9\u0647 \u0645\u062f\u0644 \u06cc\u0647 \u0639\u062f\u062f\u06cc \u0628\u06cc\u0646 \u0635\u0641\u0631 \u0648 \u06cc\u06a9 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u0647\u060c \u0628\u0647 \u0645\u0639\u0646\u06cc \u06a9\u0627\u0644\u06cc\u0628\u0631\u0647 \u0628\u0648\u062f\u0646 \u0627\u0648\u0646 \u0646\u06cc\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u06cc Jev\u060c \u0645\u0639\u06cc\u0627\u0631 Confidence \u0628\u0631\u0627\u06cc Choice \u0646\u0634\u0648\u0646 \u0645\u06cc\u200c\u062f\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u200c\u0647\u0627 \u0686\u0642\u062f\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u06af\u0632\u06cc\u0646\u0647 \u0645\u062a\u0645\u0631\u06a9\u0632\u0646\u060c \u0646\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u062c\u0648\u0627\u0628 \u0686\u0642\u062f\u0631 \u0627\u062d\u062a\u0645\u0627\u0644 \u062f\u0627\u0631\u0647 \u062f\u0631\u0633\u062a \u0628\u0627\u0634\u0647. \u0641\u0631\u0645\u0648\u0644\u0634 (p_max \u2212 1\/n) \/ (1 \u2212 1\/n)\u0640\u0647. \u0645\u062b\u0644\u0627\u064b \u0628\u0627 \u0627\u062d\u062a\u0645\u0627\u0644\u200c\u0647\u0627\u06cc \u06f0\u066b\u06f8 \u0648 \u06f0\u066b\u06f2\u060c Confidence \u0645\u06cc\u200c\u0634\u0647 \u06f0\u066b\u06f6. \u0686\u0648\u0646 \u0628\u0647 \u062a\u0639\u062f\u0627\u062f \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u0647\u060c Confidence \u06f0\u066b\u06f8\u06f5 \u0628\u0627 \u0633\u0647 \u06af\u0632\u06cc\u0646\u0647 \u06cc\u0639\u0646\u06cc \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0627\u062d\u062a\u0645\u0627\u0644 \u062d\u062f\u0648\u062f \u06f0\u066b\u06f9\u06f0\u060c \u0648 \u0628\u0627 \u0634\u0634 \u06af\u0632\u06cc\u0646\u0647 \u062d\u062f\u0648\u062f \u06f0\u066b\u06f8\u06f8. \u0628\u0631\u0627\u06cc \u0647\u0645\u06cc\u0646 \u0628\u0647\u062a\u0631\u0647 \u0631\u0648\u06cc \u062e\u0648\u062f \u0627\u062d\u062a\u0645\u0627\u0644 \u06af\u0632\u06cc\u0646\u0647\u200c\u06cc \u0627\u0648\u0644 Threshold \u0628\u0630\u0627\u0631\u06cc\u0645\u060c \u06cc\u0627 \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u062f\u0648\u0646\u06cc\u0645 Confidence \u0686\u0637\u0648\u0631 \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647. Noul \u0647\u0645 Confidence \u062c\u062f\u0627 \u0646\u062f\u0627\u0631\u0647 \u0648 \u0641\u0642\u0637 \u06cc\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u0631\u0645\u06cc\u200c\u06af\u0631\u062f\u0648\u0646\u0647. \u062d\u062a\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u062d\u0627\u0635\u0644 \u0627\u0632 \u062f\u0648 \u0633\u0624\u0627\u0644\u0650 \u0645\u0633\u062a\u0642\u0644 \u0647\u0645 \u0627\u0644\u0632\u0627\u0645\u0627\u064b \u0642\u0627\u0628\u0644 \u062c\u0645\u0639 \u06cc\u0627 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0646\u06cc\u0633\u062a\u0646. \u0645\u062b\u0644\u0627\u064b \u0627\u06af\u0647 \u06cc\u0647 \u0628\u0627\u0631 \u0628\u067e\u0631\u0633\u06cc\u0645:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>Does the customer want a refund?<\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648 \u062f\u0641\u0639\u0647 \u0628\u0639\u062f \u0628\u067e\u0631\u0633\u06cc\u0645:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>Does the customer NOT want a refund?<\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648 \u0645\u062f\u0644 \u0628\u0647\u200c\u062a\u0631\u062a\u06cc\u0628 \u06f0\u066b\u06f7\u06f2 \u0648 \u06f0\u066b\u06f4\u06f7 \u062c\u0648\u0627\u0628 \u0628\u062f\u0647\u060c \u0646\u0645\u06cc\u200c\u062a\u0648\u0646\u06cc\u0645 \u0635\u0631\u0641\u0627\u064b \u0628\u0627 \u062c\u0645\u0639 \u06a9\u0631\u062f\u0646\u0634\u0648\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0628\u06af\u06cc\u0631\u06cc\u0645 \u06a9\u0647 \u0645\u062f\u0644 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0627\u062d\u062a\u0645\u0627\u0644 \u0631\u0648 \u0646\u0642\u0636 \u06a9\u0631\u062f\u0647. \u0627\u06cc\u0646\u200c\u0647\u0627 \u062f\u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0628\u0627 \u0635\u0648\u0631\u062a\u200c\u0628\u0646\u062f\u06cc \u0645\u062a\u0641\u0627\u0648\u062a\u200c\u0627\u0646\u062f\u060c \u0646\u0647 \u0627\u0644\u0632\u0627\u0645\u0627\u064b \u062f\u0648 \u062e\u0631\u0648\u062c\u06cc \u0645\u06a9\u0645\u0644 \u0627\u0632 \u06cc\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0627\u062d\u062a\u0645\u0627\u0644 \u0648\u0627\u062d\u062f. \u0627\u06cc\u0646 \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0631\u0648 \u0645\u06cc\u200c\u0634\u0647 \u0628\u0647 \u0646\u0641\u0639 \u062e\u0648\u062f\u0645\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f: \u0627\u06af\u0647 \u0633\u0624\u0627\u0644 \u0648 \u0645\u0639\u06a9\u0648\u0633\u0634 \u0647\u0631 \u062f\u0648 \u0639\u062f\u062f \u0628\u0627\u0644\u0627\u06cc\u06cc \u0628\u06af\u06cc\u0631\u0646 (\u0645\u062b\u0644\u0627\u064b \u0647\u0631 \u062f\u0648 \u0628\u0627\u0644\u0627\u06cc \u06f0\u066b\u06f6)\u060c \u062a\u0635\u0645\u06cc\u0645 \u0631\u0648 \u0628\u0647 \u0627\u0646\u0633\u0627\u0646 \u0628\u0633\u067e\u0627\u0631\u06cc\u0645. \u062a\u0631\u062a\u06cc\u0628 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc Choice \u0647\u0645 \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u0631\u0648\u06cc \u062c\u0648\u0627\u0628 \u0627\u062b\u0631 \u0628\u0630\u0627\u0631\u0647\u060c \u067e\u0633 \u062a\u0648\u06cc \u062a\u0633\u062a \u062e\u0648\u062f\u062a\u0648\u0646 \u062a\u0631\u062a\u06cc\u0628 \u0631\u0648 \u0639\u0648\u0636 \u06a9\u0646\u06cc\u0646.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062e\u0644\u0627\u0635\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u062e\u0631\u0648\u062c\u06cc \u0627\u0628\u0632\u0627\u0631 \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u06cc \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0647\u0633\u062a\u0646\u060c \u0627\u0645\u0627 \u0642\u0631\u0627\u0631 \u0646\u06cc\u0633\u062a \u0628\u0647 \u0686\u0634\u0645 \u062d\u0642\u06cc\u0642\u062a \u0642\u0637\u0639\u06cc \u0628\u0647\u0634\u0648\u0646 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0622\u06cc\u0627 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 Hallucination (\u062a\u0648\u0647\u0645\u200c\u0632\u062f\u06af\u06cc) \u0646\u062f\u0627\u0631\u0646\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u06cc\u06a9\u06cc \u0627\u0632 \u0627\u062f\u0639\u0627\u0647\u0627\u06cc\u06cc \u06a9\u0647 TypeSafe \u062a\u0648\u06cc \u0645\u0639\u0631\u0641\u06cc Jev \u0645\u0637\u0631\u062d \u06a9\u0631\u062f\u060c \u0645\u0648\u0636\u0648\u0639 <em>Zero Hallucinations<\/em> \u0628\u0648\u062f. \u0627\u0645\u0627 \u0628\u0627\u06cc\u062f \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u0645 \u0645\u0646\u0638\u0648\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0639\u0628\u0627\u0631\u062a \u0686\u06cc\u0647. \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u062e\u0631\u0648\u062c\u06cc \u0645\u062c\u0627\u0632 \u0645\u062f\u0644 \u0641\u0642\u0637 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0628\u0627\u0634\u0647:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>billing\nsupport\nfraud<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0648\u06cc \u0686\u0646\u06cc\u0646 \u0634\u0631\u0627\u06cc\u0637\u06cc \u0645\u062f\u0644 \u0646\u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u06cc\u0647\u0648 \u06cc\u0647 \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0645\u062b\u0644 <code>legal_department<\/code> \u0628\u0633\u0627\u0632\u0647\u060c \u0686\u0648\u0646 \u0627\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0627\u0635\u0644\u0627\u064b \u062a\u0648\u06cc \u0641\u0636\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u0645\u062c\u0627\u0632 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u0647. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u0647 \u0648 \u062c\u0644\u0648\u06cc \u062e\u0637\u0627\u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0631\u0648 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0647. \u0627\u0645\u0627 \u0627\u06af\u0647 \u067e\u0627\u0633\u062e \u0635\u062d\u06cc\u062d Fraud \u0628\u0627\u0634\u0647 \u0648 \u0645\u062f\u0644 Billing \u0631\u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u0647 \u0686\u06cc\u061f \u062e\u0628\u060c \u0645\u062f\u0644 \u0647\u0645\u0686\u0646\u0627\u0646 \u0627\u0634\u062a\u0628\u0627\u0647 \u06a9\u0631\u062f\u0647! \u0641\u0642\u0637 \u0627\u06cc\u0646 \u0628\u0627\u0631 \u0627\u0634\u062a\u0628\u0627\u0647\u0634 \u062f\u0627\u062e\u0644 Schema \u0627\u062a\u0641\u0627\u0642 \u0627\u0641\u062a\u0627\u062f\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Type-safe \u0628\u0648\u062f\u0646\u0650 \u062e\u0631\u0648\u062c\u06cc \u0628\u0647 \u0645\u0639\u0646\u06cc Correct \u0628\u0648\u062f\u0646 \u062a\u0635\u0645\u06cc\u0645 \u0646\u06cc\u0633\u062a<\/strong>!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062d\u062a\u06cc \u0628\u0647\u062a\u0631\u0647 \u062a\u0648\u06cc \u062e\u06cc\u0644\u06cc \u0627\u0632 \u0645\u0633\u0627\u0626\u0644 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 <code>unknown<\/code> \u06cc\u0627 <code>needs_review<\/code> \u0647\u0645 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u062a\u0627 \u0645\u062f\u0644 \u0645\u062c\u0628\u0648\u0631 \u0646\u0634\u0647 \u062a\u062d\u062a \u0647\u0631 \u0634\u0631\u0627\u06cc\u0637\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0631\u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u0647. \u0627\u0644\u0628\u062a\u0647 \u0648\u062c\u0648\u062f \u0627\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0647\u0645 \u0628\u0647\u200c\u062a\u0646\u0647\u0627\u06cc\u06cc \u062a\u0636\u0645\u06cc\u0646 \u0646\u0645\u06cc\u200c\u06a9\u0646\u0647 \u06a9\u0647 \u0645\u062f\u0644 \u0647\u0645\u06cc\u0634\u0647 \u0639\u062f\u0645\u200c\u0642\u0637\u0639\u06cc\u062a \u062e\u0648\u062f\u0634 \u0631\u0648 \u062f\u0631\u0633\u062a \u062a\u0634\u062e\u06cc\u0635 \u0628\u062f\u0647.<\/p>\n\n\n\n<div class=\"wp-block-uagb-advanced-heading uagb-block-7d989ab7\"><h3 class=\"uagb-heading-text\"><strong>\u0648\u0631\u0648\u062f\u06cc \u063a\u06cc\u0631\u0642\u0627\u0628\u0644\u200c\u0627\u0639\u062a\u0645\u0627\u062f: Prompt Injection<\/strong><\/h3><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062a\u0646 \u062a\u06cc\u06a9\u062a \u0631\u0648 \u0645\u0634\u062a\u0631\u06cc \u0645\u06cc\u200c\u0646\u0648\u06cc\u0633\u0647\u060c \u067e\u0633 \u0628\u0627\u06cc\u062f \u0648\u0631\u0648\u062f\u06cc \u063a\u06cc\u0631\u0642\u0627\u0628\u0644\u200c\u0627\u0639\u062a\u0645\u0627\u062f \u062d\u0633\u0627\u0628\u0634 \u06a9\u0631\u062f. Decision Model \u0647\u0645 \u0645\u062b\u0644 LLM\u0647\u0627 \u0645\u0645\u06a9\u0646\u0647 \u062a\u062d\u062a\u200c\u062a\u0623\u062b\u06cc\u0631 \u062c\u0645\u0644\u0647\u200c\u0647\u0627\u06cc\u06cc \u0642\u0631\u0627\u0631 \u0628\u06af\u06cc\u0631\u0647 \u06a9\u0647 \u062a\u0648\u06cc \u0645\u062a\u0646 \u062c\u0627 \u062f\u0627\u062f\u0647 \u0634\u062f\u0646. \u062a\u0648\u06cc \u06af\u0632\u0627\u0631\u0634\u06cc \u06a9\u0647 VentureBeat \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f\u060c \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u06cc\u0647 \u0641\u06cc\u0644\u062f \u062c\u0639\u0644\u06cc \u0645\u062b\u0644 \u00ab\u06a9\u0627\u0631\u0628\u0631 \u0642\u0628\u0644\u0627\u064b \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0631\u062f\u0647\u00bb \u0628\u0647 \u062e\u0631\u0648\u062c\u06cc \u06cc\u0647 \u0627\u0628\u0632\u0627\u0631\u060c \u0627\u062d\u062a\u0645\u0627\u0644 block \u0634\u062f\u0646 \u06cc\u0647 \u062f\u0633\u062a\u0648\u0631 \u062e\u0637\u0631\u0646\u0627\u06a9 \u0631\u0648 \u0627\u0632 \u06f0\u066b\u06f7\u06f6 \u0628\u0647 \u06f0\u066b\u06f4\u06f8 \u0631\u0633\u0648\u0646\u062f. \u0646\u062a\u06cc\u062c\u0647\u200c\u06cc \u0639\u0645\u0644\u06cc:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0645\u062a\u0646 \u06a9\u0627\u0631\u0628\u0631 \u0631\u0648 \u0647\u0645\u06cc\u0634\u0647 \u062a\u0648\u06cc state \u0628\u0630\u0627\u0631\u06cc\u0646\u060c \u0646\u0647 \u062a\u0648\u06cc instructions.<\/li>\n\n\n\n<li>\u06a9\u0627\u0631 \u0628\u0631\u06af\u0634\u062a\u200c\u0646\u0627\u067e\u0630\u06cc\u0631 (\u067e\u0631\u062f\u0627\u062e\u062a\u060c \u062d\u0630\u0641\u060c \u062f\u0633\u062a\u0631\u0633\u06cc) \u0647\u06cc\u0686\u200c\u0648\u0642\u062a \u0641\u0642\u0637 \u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0645\u062f\u0644 \u0628\u0633\u062a\u0647 \u0646\u0628\u0627\u0634\u0647.<\/li>\n\n\n\n<li>\u0645\u062a\u0646\u06cc \u06a9\u0647 \u0645\u0647\u0627\u062c\u0645 \u06a9\u0646\u062a\u0631\u0644\u0634 \u0645\u06cc\u200c\u06a9\u0646\u0647 \u0646\u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0646\u0647 \u062e\u0648\u062f\u0634 \u0645\u062c\u0648\u0632 \u0627\u062c\u0631\u0627\u06cc \u062e\u0648\u062f\u0634 \u0631\u0648 \u0635\u0627\u062f\u0631 \u06a9\u0646\u0647.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u06a9\u0627\u0631\u0628\u0631\u062f \u0648\u0627\u0642\u0639\u06cc: \u062c\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u062a\u0648\u06cc \u0645\u0639\u0645\u0627\u0631\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u06a9\u062c\u0627\u0633\u062a\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0647 \u0646\u0638\u0631\u0645 \u062c\u0630\u0627\u0628\u200c\u062a\u0631\u06cc\u0646 \u0628\u062e\u0634 \u0645\u0627\u062c\u0631\u0627 \u0627\u06cc\u0646\u062c\u0627\u0633\u062a. \u0641\u0631\u0636 \u06a9\u0646\u06cc\u0646 \u06cc\u0647 AI Agent \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0645\u0634\u062a\u0631\u06cc \u0631\u0648 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0647. LLM \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0631\u0648 \u0628\u0641\u0647\u0645\u0647\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0644\u0627\u0632\u0645 \u0631\u0648 \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062c\u0645\u0639 \u06a9\u0646\u0647\u060c \u062f\u0631\u0628\u0627\u0631\u0647 \u0645\u0633\u0626\u0644\u0647 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u06a9\u0646\u0647 \u0648 \u067e\u0627\u0633\u062e \u0646\u0647\u0627\u06cc\u06cc \u0631\u0648 \u0628\u0646\u0648\u06cc\u0633\u0647. \u0627\u0645\u0627 \u0628\u06cc\u0646 \u0627\u06cc\u0646 \u0645\u0631\u0627\u062d\u0644\u060c \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u062a\u0635\u0645\u06cc\u0645 \u06a9\u0648\u0686\u06a9 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0647:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0622\u06cc\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0627\u0641\u06cc \u062c\u0645\u0639 \u0634\u062f\u0647\u061f<\/li>\n\n\n\n<li>\u0622\u06cc\u0627 \u0633\u0646\u062f \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc\u200c\u0634\u062f\u0647 \u0648\u0627\u0642\u0639\u0627\u064b \u0645\u0631\u062a\u0628\u0637\u0647\u061f<\/li>\n\n\n\n<li>\u06a9\u062f\u0648\u0645 \u0627\u0628\u0632\u0627\u0631 \u0628\u0627\u06cc\u062f \u0627\u062c\u0631\u0627 \u0628\u0634\u0647\u061f<\/li>\n\n\n\n<li>\u0622\u06cc\u0627 \u0646\u062a\u06cc\u062c\u0647 \u0628\u0647 \u0628\u0627\u0632\u0628\u06cc\u0646\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0647\u061f<\/li>\n\n\n\n<li>\u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc Continue\u060c Retry\u060c Escalate \u06cc\u0627 Stop \u0628\u0627\u0634\u0647\u061f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0632\u0648\u0645\u06cc \u0646\u062f\u0627\u0631\u0647 \u0628\u0631\u0627\u06cc \u0647\u0645\u0647 \u0627\u06cc\u0646 \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627 \u06cc\u0647 \u0645\u062f\u0644 \u0645\u0648\u0644\u062f \u0631\u0648 \u0648\u0627\u062f\u0627\u0631 \u06a9\u0646\u06cc\u0645 \u0641\u0631\u0627\u06cc\u0646\u062f \u06a9\u0627\u0645\u0644 \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e \u0631\u0648 \u0637\u06cc \u06a9\u0646\u0647. \u0645\u06cc\u200c\u062a\u0648\u0646\u06cc\u0645 \u0628\u0639\u0636\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0642\u0636\u0627\u0648\u062a\u200c\u0647\u0627\u06cc \u0645\u062d\u062f\u0648\u062f \u0631\u0648 \u0628\u0647 \u06cc\u06a9 Decision Model \u0628\u0633\u067e\u0627\u0631\u06cc\u0645\u060c \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u0646\u062a\u0631\u0644 \u0648\u0627\u0642\u0639\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0631\u0648 \u0628\u0647 \u0627\u0648\u0646 \u0648\u0627\u06af\u0630\u0627\u0631 \u06a9\u0646\u06cc\u0645. \u0645\u062b\u0644\u0627\u064b \u0628\u0631\u0627\u06cc \u0645\u0633\u06cc\u0631\u06cc\u0627\u0628\u06cc \u062a\u06cc\u06a9\u062a\u060c \u0631\u0648\u0646\u062f \u06a9\u0644\u06cc \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u0627\u06cc\u0646 \u0628\u0627\u0634\u0647:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0645\u0634\u062a\u0631\u06cc \u27a1\ufe0f Decision Model \u27a1\ufe0f \u062a\u0635\u0645\u06cc\u0645 + \u0627\u062d\u062a\u0645\u0627\u0644 \u27a1\ufe0f Policy \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\n                                                                                                                 \u251c\u2500 Auto Route\n                                                                                                                 \u251c\u2500 Human Review\n                                                                                                                 \u2514\u2500 Request More Info<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648 \u062a\u0648\u06cc \u06a9\u062f\u060c \u0627\u06cc\u0646 \u062a\u0641\u06a9\u06cc\u06a9 \u06cc\u0647 \u0634\u06a9\u0644 \u0633\u0627\u062f\u0647 \u062f\u0627\u0631\u0647. \u0645\u062f\u0644 \u0641\u0642\u0637 \u0627\u062d\u062a\u0645\u0627\u0644 \u0645\u06cc\u200c\u062f\u0647 \u0648 \u0628\u062e\u0634 decide \u06a9\u0647 \u06a9\u062f \u0645\u0639\u0645\u0648\u0644\u06cc\u0647 \u062a\u0635\u0645\u06cc\u0645 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0647 (\u0646\u0633\u062e\u0647\u200c\u06cc \u06a9\u0627\u0645\u0644 \u0628\u0627 \u062f\u0631\u062e\u0648\u0627\u0633\u062a HTTP \u062a\u0648\u06cc repo \u0622\u062e\u0631 \u0645\u0637\u0644\u0628\u0647):<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#2e3440ff\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>def decide(answers: dict) -> dict:\n    team = answers&#91;\"team\"&#93;&#91;\"choice\"&#93;\n    p_top = answers&#91;\"team\"&#93;&#91;\"probabilities\"&#93;&#91;team&#93;\n    urgent = answers&#91;\"urgent\"&#93;&#91;\"noul\"&#93; >= 0.5\n\n    if team == \"unclear\":\n        return {\"action\": \"human_review\", \"reason\": \"model says: unclear\"}\n    if team == \"fraud\":                      # hard rule: never auto-handle fraud\n        return {\"action\": \"human_review\", \"reason\": \"fraud always needs a person\", \"urgent\": urgent}\n    if p_top &lt; MIN_TOP_PROBABILITY:          # 0.80, an example\n        return {\"action\": \"human_review\", \"reason\": f\"low confidence ({p_top:.2f})\"}\n    return {\"action\": \"auto_route\", \"team\": team, \"urgent\": urgent}<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #81A1C1\">def<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">decide<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9\">answers<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">dict<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">-&gt;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">dict<\/span><span style=\"color: #ECEFF4\">:<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    team <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> answers<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">team<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">choice<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    p_top <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> answers<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">team<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">probabilities<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;&#91;<\/span><span style=\"color: #D8DEE9FF\">team<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    urgent <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> answers<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">urgent<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">noul<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">&gt;=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0.5<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> team <\/span><span style=\"color: #81A1C1\">==<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">unclear<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">        <\/span><span style=\"color: #81A1C1\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">action<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">human_review<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">reason<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">model says: unclear<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> team <\/span><span style=\"color: #81A1C1\">==<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">fraud<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\">                      <\/span><span style=\"color: #616E88\"># hard rule: never auto-handle fraud<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">        <\/span><span style=\"color: #81A1C1\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">action<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">human_review<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">reason<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">fraud always needs a person<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">urgent<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> urgent<\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> p_top <\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\"> MIN_TOP_PROBABILITY<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\">          <\/span><span style=\"color: #616E88\"># 0.80, an example<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">        <\/span><span style=\"color: #81A1C1\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">action<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">human_review<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">reason<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">f<\/span><span style=\"color: #A3BE8C\">&quot;low confidence (<\/span><span style=\"color: #EBCB8B\">{<\/span><span style=\"color: #D8DEE9FF\">p_top<\/span><span style=\"color: #81A1C1\">:.2f<\/span><span style=\"color: #EBCB8B\">}<\/span><span style=\"color: #A3BE8C\">)&quot;<\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">action<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">auto_route<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">team<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> team<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">urgent<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> urgent<\/span><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u06a9\u062f \u0648 \u0622\u0633\u062a\u0627\u0646\u0647\u200c\u06cc \u06f0\u066b\u06f8\u06f0 \u0635\u0631\u0641\u0627\u064b \u0645\u062b\u0627\u0644\u0647. \u062f\u0631 \u0639\u0645\u0644 \u0628\u0627\u06cc\u062f \u0628\u0631\u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u0646\u0648\u0639 \u062e\u0637\u0627\u060c \u0647\u0632\u06cc\u0646\u0647 \u062a\u0635\u0645\u06cc\u0645 \u0627\u0634\u062a\u0628\u0627\u0647 \u0648 \u06a9\u06cc\u0641\u06cc\u062a \u06a9\u0627\u0644\u06cc\u0628\u0631\u0627\u0633\u06cc\u0648\u0646 \u062a\u0639\u06cc\u06cc\u0646 \u0628\u0634\u0647. \u0646\u0633\u062e\u0647\u200c\u06cc \u0645\u062f\u0644 \u0631\u0648 \u0647\u0645 pin \u06a9\u0646\u06cc\u062f \u0628\u0647\u062a\u0631\u0647 (\u0645\u062b\u0644\u0627\u064b <code>typesafe\/jev-1.13<\/code> \u0646\u0647 <code>jev-latest<\/code>) \u062a\u0627 \u0628\u0627 \u0647\u0631 release\u060c \u0622\u0633\u062a\u0627\u0646\u0647\u200c\u0647\u0627\u062a\u0648\u0646 \u062c\u0627\u0628\u0647\u200c\u062c\u0627 \u0646\u0634\u0647. \u0647\u0631 \u062a\u0635\u0645\u06cc\u0645 \u0631\u0648 \u0628\u0627 \u0627\u062d\u062a\u0645\u0627\u0644\u200c\u0647\u0627 \u0648 \u0646\u0633\u062e\u0647\u200c\u06cc \u0645\u062f\u0644 log \u06a9\u0646\u06cc\u0646\u060c \u0648\u0644\u06cc \u0645\u062a\u0646 \u062d\u0633\u0627\u0633 \u0645\u0634\u062a\u0631\u06cc \u0631\u0648 \u0646\u0647. \u0648\u0644\u06cc \u062f\u0631 \u0639\u0645\u0644 \u0628\u0627\u06cc\u062f \u0628\u0631\u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u0646\u0648\u0639 \u062e\u0637\u0627\u060c \u0647\u0632\u06cc\u0646\u0647 \u062a\u0635\u0645\u06cc\u0645 \u0627\u0634\u062a\u0628\u0627\u0647 \u0648 \u06a9\u06cc\u0641\u06cc\u062a \u06a9\u0627\u0644\u06cc\u0628\u0631\u0627\u0633\u06cc\u0648\u0646 \u062a\u0639\u06cc\u06cc\u0646 \u0628\u0634\u0647. \u0646\u06a9\u062a\u0647 \u0645\u0647\u0645\u200c\u062a\u0631 \u0627\u06cc\u0646\u0647 \u06a9\u0647 <strong>Decision Model \u0646\u0628\u0627\u06cc\u062f \u062c\u0627\u06cc Business Rules \u0648 \u06a9\u0646\u062a\u0631\u0644\u200c\u0647\u0627\u06cc \u0642\u0637\u0639\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0631\u0648 \u0628\u06af\u06cc\u0631\u0647.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06af\u0647 \u0642\u0627\u0639\u062f\u0647 \u0645\u0634\u062e\u0635\u06cc \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0645\u062b\u0644\u0627\u064b \u062a\u0645\u0627\u0645 \u062a\u06cc\u06a9\u062a\u200c\u0647\u0627\u06cc \u062f\u0627\u0631\u0627\u06cc \u06a9\u062f \u062e\u0637\u0627\u06cc X \u0628\u0627\u06cc\u062f \u0628\u0647 Billing \u0628\u0631\u0646\u060c \u0628\u0647\u062a\u0631\u0647 \u0647\u0645\u0648\u0646 \u0642\u0627\u0639\u062f\u0647 \u0631\u0648 \u062f\u0631 \u06a9\u062f \u067e\u06cc\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0627\u0645\u0627 \u0627\u06af\u0647 \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u0647 \u0627\u0632 \u06cc\u06a9 \u067e\u06cc\u0627\u0645 \u0645\u0628\u0647\u0645 \u0628\u0641\u0647\u0645\u06cc\u0645 \u0645\u0634\u062a\u0631\u06cc \u0648\u0627\u0642\u0639\u0627\u064b \u062f\u0631\u0628\u0627\u0631\u0647 \u0686\u0647 \u0645\u0648\u0636\u0648\u0639\u06cc \u0635\u062d\u0628\u062a \u0645\u06cc\u200c\u06a9\u0646\u0647\u060c \u0627\u0648\u0646\u200c\u0648\u0642\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0645\u062f\u0644 \u0647\u0648\u0634\u0645\u0646\u062f \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u0645\u0646\u0637\u0642\u06cc \u0628\u0627\u0634\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0647 \u0628\u06cc\u0627\u0646 \u062f\u06cc\u06af\u0647\u060c \u0645\u062f\u0644 \u062f\u0631\u0628\u0627\u0631\u0647 \u0645\u0639\u0646\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0642\u0636\u0627\u0648\u062a \u0645\u06cc\u200c\u06a9\u0646\u0647\u061b \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0628\u0631\u0627\u0633\u0627\u0633 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0648 \u0633\u06cc\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u0634 \u062a\u0635\u0645\u06cc\u0645 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0647 \u0686\u0647 \u0639\u0645\u0644\u06cc \u0645\u062c\u0627\u0632 \u0648 \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062a\u0641\u06a9\u06cc\u06a9 \u0628\u0631\u0627\u06cc \u0645\u0639\u0645\u0627\u0631\u06cc AI Agent\u0647\u0627 \u0647\u0645 \u0645\u0647\u0645\u0647. \u0642\u0631\u0627\u0631 \u0646\u06cc\u0633\u062a \u0647\u0631 \u062a\u0635\u0645\u06cc\u0645 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u0647 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0639\u0645\u0644\u06cc\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u0645\u0646\u062c\u0631 \u0628\u0634\u0647.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0622\u06cc\u0627 System One \u0645\u06cc\u200c\u062a\u0648\u0646\u0647 \u062c\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc \u0631\u0648 \u0628\u06af\u06cc\u0631\u0647\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646\u062c\u0627 \u0628\u062f \u0646\u06cc\u0633\u062a \u0628\u0647 \u06cc\u0647 \u067e\u0698\u0648\u0647\u0634 \u062a\u0627\u0632\u0647 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0646\u06cc\u0645\u061b \u06f1\u06f5 \u0627\u06a9\u062a\u0628\u0631 \u06f2\u06f0\u06f2\u06f6 \u06cc\u0647 \u062a\u06cc\u0645 \u0627\u0632 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u062a\u06af\u0632\u0627\u0633 \u062f\u0631 \u0622\u0633\u062a\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u200c\u06cc System1-Arena: Which Decisions Can Be Left to System 1? \u0631\u0648 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f\u0646 (\u0627\u0644\u0628\u062a\u0647 \u0647\u0646\u0648\u0632 \u062f\u0627\u0648\u0631\u06cc\u200c\u0646\u0634\u062f\u0647). \u0627\u0648\u0646\u200c\u0647\u0627 \u06f3\u06f0 \u0645\u062f\u0644\u060c \u0634\u0627\u0645\u0644 \u06f1\u06f0 \u0645\u062f\u0644 System One\u060c \u0631\u0648 \u0631\u0648\u06cc \u062d\u062f\u0648\u062f \u06f9\u06f2 \u0647\u0632\u0627\u0631 \u0633\u0624\u0627\u0644 \u0648 \u06f1\u06f3\u06f8 \u0645\u062d\u06cc\u0637 \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u0646. \u062a\u0648\u06cc \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631 \u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9\u060c \u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc System One \u0628\u0647 \u062f\u0642\u062a LLM\u0647\u0627\u06cc \u0628\u0633\u062a\u0647\u200c\u06cc \u0633\u0631\u06cc\u0639 \u0631\u0633\u06cc\u062f\u0646 \u06cc\u0627 \u0627\u0632\u0634\u0648\u0646 \u0628\u0647\u062a\u0631 \u0628\u0648\u062f\u0646\u060c \u0628\u0627 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a\u200c\u062a\u0631 (Brier \u067e\u0627\u06cc\u06cc\u0646\u200c\u062a\u0631: \u06f0\u066b\u06f3\u06f4\u06f9 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u06f0\u066b\u06f4\u06f6\u06f1) \u0648 \u062d\u062f\u0648\u062f \u06cc\u06a9\u200c\u0686\u0647\u0627\u0631\u0645 Latency (\u0645\u06cc\u0627\u0646\u0647\u200c\u06cc \u06f3\u06f2\u06f1 \u0645\u06cc\u0644\u06cc\u200c\u062b\u0627\u0646\u06cc\u0647 \u0628\u0631\u0627\u06cc Jev \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u06f1\u066c\u06f2\u06f7\u06f6 \u0628\u0631\u0627\u06cc GPT-6 Luna). \u0627\u0645\u0627 \u062a\u0648\u06cc \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06cc\u06a9 System One \u0628\u0647\u200c\u0646\u062f\u0631\u062a \u0645\u0648\u0641\u0642 \u0634\u062f\u0646 (\u062d\u062f\u0627\u06a9\u062b\u0631 \u06f3\u066b\u06f1\u066a). \u0646\u06a9\u062a\u0647\u200c\u06cc \u062c\u0627\u0644\u0628\u200c\u062a\u0631 \u0627\u06cc\u0646\u0647 \u06a9\u0647 \u0633\u0647 \u0645\u062f\u0644 \u0628\u0627 \u062f\u0642\u062a \u062a\u06a9\u200c\u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc \u06cc\u06a9\u0633\u0627\u0646 \u06f6\u06f7\u066b\u06f8\u066a\u060c \u062a\u0648\u06cc \u062d\u0644\u0642\u0647\u200c\u06cc \u0628\u0633\u062a\u0647 \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0647\u0627\u06cc \u06f2\u06f6\u066b\u06f5\u066a\u060c \u06f1\u06f7\u066b\u06f4\u066a \u0648 \u06f5\u066b\u06f7\u066a \u062f\u0627\u0634\u062a\u0646. \u06cc\u0639\u0646\u06cc \u062f\u0642\u062a \u06cc\u06a9 \u0642\u062f\u0645\u060c \u0645\u0648\u0641\u0642\u06cc\u062a \u06a9\u0644 \u0645\u0633\u06cc\u0631 \u0631\u0648 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0646\u0645\u06cc\u200c\u06a9\u0646\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u067e\u0698\u0648\u0647\u0634 \u0627\u06cc\u0646 \u0646\u06cc\u0633\u062a \u06a9\u0647 \u062f\u0648\u0631\u0627\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc \u062a\u0645\u0627\u0645 \u0634\u062f\u0647! \u0628\u0631\u0639\u06a9\u0633\u060c \u0633\u0624\u0627\u0644 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc \u0645\u0637\u0631\u062d \u0645\u06cc\u200c\u06a9\u0646\u0647:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u06a9\u062f\u0648\u0645 \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627 \u0631\u0648 \u0645\u06cc\u200c\u062a\u0648\u0646\u06cc\u0645 \u0628\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u0633\u0631\u06cc\u0639 \u0648 \u0645\u062d\u062f\u0648\u062f \u0628\u0633\u067e\u0627\u0631\u06cc\u0645 \u0648 \u06a9\u062f\u0648\u0645\u200c\u0647\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0647 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0639\u0645\u06cc\u0642\u200c\u062a\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u061f<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u06a9\u062c\u0627 \u0646\u0628\u0627\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u061f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062d\u0633\u0627\u0628 \u0648 \u0634\u0645\u0627\u0631\u0634 \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647\u200c\u06cc \u062a\u0627\u0631\u06cc\u062e:<\/strong> \u062a\u0648\u06cc \u06a9\u062f \u0628\u0645\u0648\u0646\u0647. \u0645\u062f\u0644 \u0641\u0642\u0637 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u0647\u060c \u06a9\u062f \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u0647.<\/li>\n\n\n\n<li><strong>\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0686\u0646\u062f\u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc:<\/strong> \u0647\u0645\u0648\u0646\u200c\u062c\u0627 \u06a9\u0647 \u0646\u062a\u06cc\u062c\u0647\u200c\u06cc \u0647\u0631 \u0642\u062f\u0645 \u0628\u0647 \u0642\u062f\u0645 \u0642\u0628\u0644\u06cc \u0648\u0627\u0628\u0633\u062a\u0647\u200c\u0633\u062a.<\/li>\n\n\n\n<li><strong>\u062e\u0631\u0648\u062c\u06cc \u0645\u062a\u0646\u06cc:<\/strong> \u062e\u0644\u0627\u0635\u0647\u060c \u067e\u0627\u0633\u062e \u0628\u0647 \u0645\u0634\u062a\u0631\u06cc\u060c \u062a\u0648\u0636\u06cc\u062d.<\/li>\n\n\n\n<li><strong>\u062a\u0635\u0645\u06cc\u0645 \u0628\u0631\u06af\u0634\u062a\u200c\u0646\u0627\u067e\u0630\u06cc\u0631 \u0628\u062f\u0648\u0646 \u0628\u0627\u0632\u0628\u06cc\u0646\u06cc:<\/strong> \u067e\u0631\u062f\u0627\u062e\u062a\u060c \u062d\u0630\u0641\u060c \u062f\u0633\u062a\u0631\u0633\u06cc.<\/li>\n\n\n\n<li><strong>\u062f\u0627\u062f\u0647\u200c\u06cc \u062d\u0633\u0627\u0633:<\/strong> \u0627\u06af\u0647 \u0646\u0628\u0627\u06cc\u062f \u0628\u0647 API \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc\u200c\u0634\u062f\u0647 \u0628\u0631\u0647\u060c \u0633\u0631\u0627\u063a \u0645\u062f\u0644 open-weight \u0628\u0631\u06cc\u0645 \u0628\u0647\u062a\u0631\u0647.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0632 \u06a9\u062c\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06af\u0647 \u0628\u062e\u0648\u0627\u0645 \u0641\u0631\u062f\u0627 \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0631\u0648 \u0648\u0627\u0631\u062f \u06cc\u0647 \u067e\u0631\u0648\u0698\u0647 \u0648\u0627\u0642\u0639\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0627\u0632 \u06cc\u0647 \u0645\u0633\u0626\u0644\u0647 \u06a9\u0648\u0686\u06a9 \u0634\u0631\u0648\u0639 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u060c \u0646\u0647 \u0628\u0627\u0632\u0637\u0631\u0627\u062d\u06cc \u06a9\u0644 \u0645\u0639\u0645\u0627\u0631\u06cc! \u0645\u062b\u0644\u0627\u064b \u0645\u0633\u06cc\u0631\u06cc\u0627\u0628\u06cc \u062a\u06cc\u06a9\u062a\u200c\u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u0627\u0648\u0644 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u062a\u06cc\u06a9\u062a\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0628\u0627 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062f\u0631\u0633\u062a \u062c\u0645\u0639 \u0645\u06cc\u200c\u06a9\u0646\u0645\u060c \u0634\u0627\u0645\u0644 \u0645\u0648\u0627\u0631\u062f \u0645\u0639\u0645\u0648\u0644\u060c \u0645\u0628\u0647\u0645 \u0648 \u062d\u0633\u0627\u0633.<\/li>\n\n\n\n<li>\u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0648 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0631\u0648 \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u06a9\u0646\u0645\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0634\u0631\u0627\u06cc\u0637\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0627\u0646\u0633\u0627\u0646 \u0627\u0631\u062c\u0627\u0639 \u062f\u0627\u062f\u0647 \u0628\u0634\u0646.<\/li>\n\n\n\n<li>\u0686\u0646\u062f \u0631\u0648\u0634 \u0631\u0648 \u0628\u0627 \u0647\u0645 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0645: Rule-based\u060c Classifier\u060c LLM \u0628\u0627 Structured Outputs \u0648 Decision Models.<\/li>\n\n\n\n<li>\u062f\u0642\u062a\u060c Latency\u060c \u0647\u0632\u06cc\u0646\u0647\u060c Calibration \u0648 \u0647\u0632\u06cc\u0646\u0647 \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627\u06cc \u0627\u0634\u062a\u0628\u0627\u0647 \u0631\u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0645.<\/li>\n\n\n\n<li>\u0628\u0639\u062f \u0627\u0632 \u0622\u0632\u0645\u0627\u06cc\u0634\u060c \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u06a9\u0646\u0645 \u06a9\u062f\u0648\u0645 \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627 \u0642\u0627\u0628\u0644 \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0647\u0633\u062a\u0646 \u0648 \u06a9\u062f\u0648\u0645\u200c\u0647\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0627\u06cc\u062f \u0628\u0627\u0632\u0628\u06cc\u0646\u06cc \u0628\u0634\u0646.<\/li>\n\n\n\n<li>Threshold \u0631\u0648 \u0627\u0632 \u0631\u0648\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u00ab\u0686\u0646\u062f \u062f\u0631\u0635\u062f \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u06cc\u200c\u0634\u0647 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u0686\u0646\u062f \u062f\u0631\u0635\u062f \u062f\u0631\u0633\u062a\u0647\u00bb \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062e\u0648\u0631\u062f\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u060c \u0646\u0647 \u0627\u0632 \u06cc\u0647 \u0639\u062f\u062f \u067e\u06cc\u0634\u200c\u0641\u0631\u0636.<\/li>\n\n\n\n<li>\u062a\u0631\u062a\u06cc\u0628 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0631\u0648 \u0639\u0648\u0636 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0648 \u0686\u0646\u062f \u0628\u0627\u0631 \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u062a\u0627 \u067e\u0627\u06cc\u062f\u0627\u0631\u06cc \u062c\u0648\u0627\u0628\u200c\u0647\u0627 \u0645\u0634\u062e\u0635 \u0628\u0634\u0647.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0645\u06cc\u200c\u062a\u0648\u0646\u06cc\u062f \u0645\u0633\u062a\u0646\u062f\u0627\u062a Jev\u060c OpenAI Decisions API \u0648 Microsoft-Decision-1 \u0631\u0648 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0644\u06cc \u062a\u0648\u0635\u06cc\u0647 \u0645\u0646 \u0627\u06cc\u0646\u0647 \u06a9\u0647 \u0642\u0628\u0644 \u0627\u0632 \u0627\u0646\u062a\u062e\u0627\u0628 \u0647\u0631\u06a9\u062f\u0648\u0645\u060c \u0645\u0633\u0626\u0644\u0647 \u0648 \u0645\u0639\u06cc\u0627\u0631 \u0645\u0648\u0641\u0642\u06cc\u062a \u062e\u0648\u062f\u062a\u0648\u0646 \u0631\u0648 \u062f\u0642\u06cc\u0642 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u0646. \u0646\u062a\u0627\u06cc\u062c \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc \u0648 \u0627\u062f\u0639\u0627\u0647\u0627\u06cc \u0633\u0627\u0632\u0646\u062f\u06af\u0627\u0646\u060c \u0644\u0632\u0648\u0645\u0627\u064b \u0628\u0647 \u0645\u0639\u0646\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0634\u0627\u0628\u0647 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u0646\u06cc\u0633\u062a\u0646.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0647 \u0646\u0638\u0631\u0645 \u062f\u0627\u0633\u062a\u0627\u0646 System One Models \u0641\u0642\u0637 \u0638\u0647\u0648\u0631 \u0686\u0646\u062f \u062a\u0627 \u0645\u062f\u0644 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0648 \u0627\u0631\u0632\u0648\u0646\u200c\u062a\u0631 \u0646\u06cc\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0627 \u062a\u0648\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0633\u0627\u0644\u200c\u0647\u0627 \u062a\u0644\u0627\u0634 \u06a9\u0631\u062f\u06cc\u0645 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627 \u0631\u0648 \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u06a9\u0646\u06cc\u0645\u061b \u0648\u0644\u06cc \u0628\u0627 \u0627\u0648\u0645\u062f\u0646 LLM\u0647\u0627\u060c \u06af\u0627\u0647\u06cc \u062f\u0648\u0628\u0627\u0631\u0647 \u0647\u0645\u0647\u200c\u0686\u06cc\u0632 \u0631\u0648 \u0628\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u0648\u0627\u062d\u062f \u0633\u067e\u0631\u062f\u06cc\u0645: \u0641\u0647\u0645 \u0645\u0633\u0626\u0644\u0647\u060c \u062a\u062d\u0644\u06cc\u0644\u060c \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc\u060c \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0648 \u062d\u062a\u06cc \u0627\u062c\u0631\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0634\u0627\u06cc\u062f \u062d\u0627\u0644\u0627 \u0648\u0642\u062a\u0634 \u0628\u0627\u0634\u0647 \u0647\u0645\u06cc\u0646 \u0627\u0635\u0644 \u0633\u0627\u062f\u0647 \u0645\u0647\u0646\u062f\u0633\u06cc \u0631\u0648 \u062f\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 AI \u0647\u0645 \u062c\u062f\u06cc\u200c\u062a\u0631 \u0628\u06af\u06cc\u0631\u06cc\u0645.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0642\u0631\u0627\u0631 \u0646\u06cc\u0633\u062a \u0628\u0631\u0627\u06cc \u0647\u0631 \u062a\u0635\u0645\u06cc\u0645\u06cc \u06cc\u0647 \u0645\u062f\u0644 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc \u0628\u0632\u0631\u06af \u0627\u062c\u0631\u0627 \u0628\u0634\u0647\u060c \u0628\u0631\u0627\u06cc \u0647\u0631 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0633\u0627\u062f\u0647 \u06cc\u06a9 LLM \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u06a9\u0646\u0647\u060c \u06cc\u0627 \u0647\u0631 AI Agent \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0642\u062f\u0645 \u0628\u0639\u062f\u06cc \u06cc\u06a9 \u0631\u0645\u0627\u0646 \u0628\u0646\u0648\u06cc\u0633\u0647!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u06af\u0627\u0647\u06cc \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u06cc\u0647 <code>if<\/code> \u0633\u0627\u062f\u0647 \u0627\u0633\u062a. \u06af\u0627\u0647\u06cc \u06cc\u06a9 Classifier \u062a\u062e\u0635\u0635\u06cc\u060c \u06af\u0627\u0647\u06cc \u06cc\u06a9 Decision Model \u0633\u0631\u06cc\u0639 \u0648 \u06af\u0627\u0647\u06cc \u06cc\u06a9 \u0645\u062f\u0644 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u06cc\u0627 \u062d\u062a\u06cc \u0642\u0636\u0627\u0648\u062a \u0627\u0646\u0633\u0627\u0646.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u0633\u0626\u0644\u0647 \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u0646\u06cc\u0633\u062a \u06a9\u0647 \u06a9\u062f\u0648\u0645 \u0645\u062f\u0644 \u0628\u0627\u0647\u0648\u0634\u200c\u062a\u0631\u0647\u061b \u0645\u0633\u0626\u0644\u0647 \u0627\u06cc\u0646\u0647 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0646\u0648\u0639 \u062a\u0635\u0645\u06cc\u0645\u060c \u0686\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u0645\u0646\u0627\u0633\u0628\u200c\u062a\u0631\u0647.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0646\u0627\u0628\u0639 \u0648 \u0645\u0637\u0627\u0644\u0639\u0647 \u0628\u06cc\u0634\u062a\u0631<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/typesafe.ai\/blog\/introducing-system-one-models-and-jev\">TypeSafe AI: Introducing System One Models and Jev<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/openai.com\/index\/decisions-api\/\">OpenAI: Build more responsive apps with the Decisions API<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/commandline.microsoft.com\/microsoft-decision-1-model-foundry\/\">Microsoft: Introducing Microsoft-Decision-1<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/arxiv.org\/abs\/2610.21244\">System1-Arena: Which Decisions Can Be Left to System 1?<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u06cc\u0646 \u0645\u0637\u0644\u0628\u060c \u0646\u06af\u0627\u0631\u0634 \u0633\u0648\u0645 \u0627\u0632 \u0645\u062a\u0646\u06cc\u0647 \u06a9\u0647 \u0631\u0648\u0632\u0647\u0627\u06cc \u0627\u0648\u0644 \u0628\u0639\u062f \u0627\u0632 \u0627\u0646\u062a\u0634\u0627\u0631 Jev \u0646\u0648\u0634\u062a\u0645. \u062d\u062f\u0648\u062f \u06cc\u06a9 \u0645\u0627\u0647 \u0648 \u0646\u06cc\u0645\u060c \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u067e\u06cc\u0634\u200c\u0646\u0648\u06cc\u0633 \u0645\u0648\u0646\u062f\u060c \u0648 \u062f\u0648 \u0628\u0627\u0631 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc\u0634 \u06a9\u0631\u062f\u0645 \u062a\u0627 \u0647\u0645 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0647\u200c\u0631\u0648\u0632 \u0628\u062e\u0648\u0646\u0647 \u0648 \u0647\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\u200c\u0647\u0627 \u0648 \u062a\u062c\u0631\u0628\u0647\u200c\u06cc \u0639\u0645\u0644\u06cc \u062e\u0648\u062f\u0645 \u0631\u0648 \u062a\u0648\u06cc \u0645\u062a\u0646 \u0644\u062d\u0627\u0638 \u06a9\u0646\u0645. \u0628\u0639\u062f \u0627\u0632 \u062e\u0648\u0646\u062f\u0646\u0634 \u0645\u06cc\u200c\u062f\u0648\u0646\u06cc\u0646 Decision Model \u0686\u06cc\u0647\u060c \u06a9\u062c\u0627 \u0628\u0647\u200c\u062f\u0631\u062f\u062a \u0645\u06cc\u200c\u062e\u0648\u0631\u0647\u060c &#8230; <a title=\"System One Models: \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0642\u0631\u0627\u0631 \u0646\u06cc\u0633\u062a \u062d\u0631\u0641 \u0628\u0632\u0646\u0646\u060c \u0648 \u0641\u0642\u0637 \u062a\u0635\u0645\u06cc\u0645 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646!\" class=\"read-more\" href=\"https:\/\/mesbahi.net\/fa\/blog\/1405\/08\/03\/system-one-models\/\" aria-label=\"\u062f\u0631\u0628\u0627\u0631\u06c0 System One Models: \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0642\u0631\u0627\u0631 \u0646\u06cc\u0633\u062a \u062d\u0631\u0641 \u0628\u0632\u0646\u0646\u060c \u0648 \u0641\u0642\u0637 \u062a\u0635\u0645\u06cc\u0645 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646! \u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f\">\u0627\u062f\u0627\u0645\u0647<\/a><\/p>\n","protected":false},"author":1,"featured_media":1590,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[7,79,10],"tags":[95,120,42,119],"class_list":["post-1561","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical","category-79","category-10","tag-ai","tag-jev","tag-software-engineering","tag-system-one"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - 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\u062a\u0635\u0645\u06cc\u0645 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646! - \u0627\u0645\u06cc\u0646 \u0645\u0635\u0628\u0627\u062d\u06cc\" \/>\n<meta property=\"og:description\" content=\"\u0627\u06cc\u0646 \u0645\u0637\u0644\u0628\u060c \u0646\u06af\u0627\u0631\u0634 \u0633\u0648\u0645 \u0627\u0632 \u0645\u062a\u0646\u06cc\u0647 \u06a9\u0647 \u0631\u0648\u0632\u0647\u0627\u06cc \u0627\u0648\u0644 \u0628\u0639\u062f \u0627\u0632 \u0627\u0646\u062a\u0634\u0627\u0631 Jev \u0646\u0648\u0634\u062a\u0645. \u062d\u062f\u0648\u062f \u06cc\u06a9 \u0645\u0627\u0647 \u0648 \u0646\u06cc\u0645\u060c \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u067e\u06cc\u0634\u200c\u0646\u0648\u06cc\u0633 \u0645\u0648\u0646\u062f\u060c \u0648 \u062f\u0648 \u0628\u0627\u0631 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc\u0634 \u06a9\u0631\u062f\u0645 \u062a\u0627 \u0647\u0645 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0647\u200c\u0631\u0648\u0632 \u0628\u062e\u0648\u0646\u0647 \u0648 \u0647\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\u200c\u0647\u0627 \u0648 \u062a\u062c\u0631\u0628\u0647\u200c\u06cc \u0639\u0645\u0644\u06cc \u062e\u0648\u062f\u0645 \u0631\u0648 \u062a\u0648\u06cc \u0645\u062a\u0646 \u0644\u062d\u0627\u0638 \u06a9\u0646\u0645. \u0628\u0639\u062f \u0627\u0632 \u062e\u0648\u0646\u062f\u0646\u0634 \u0645\u06cc\u200c\u062f\u0648\u0646\u06cc\u0646 Decision Model \u0686\u06cc\u0647\u060c \u06a9\u062c\u0627 \u0628\u0647\u200c\u062f\u0631\u062f\u062a \u0645\u06cc\u200c\u062e\u0648\u0631\u0647\u060c ... \u0627\u062f\u0627\u0645\u0647\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mesbahi.net\/fa\/blog\/2026\/10\/25\/system-one-models\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0627\u0645\u06cc\u0646 \u0645\u0635\u0628\u0627\u062d\u06cc\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-25T22:22:07+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-25T22:22:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mesbahi.net\/fa\/wp-content\/uploads\/sites\/3\/2026\/10\/Mirrored-Minds-Over-Chess.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1672\" \/>\n\t<meta property=\"og:image:height\" content=\"941\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"\u0627\u0645\u06cc\u0646 \u0645\u0635\u0628\u0627\u062d\u06cc\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@mesbahi\" \/>\n<meta name=\"twitter:site\" content=\"@mesbahi\" \/>\n<meta name=\"twitter:label1\" content=\"\u0646\u0648\u0634\u062a\u0647\u200c\u0634\u062f\u0647 \u0628\u062f\u0633\u062a\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0627\u0645\u06cc\u0646 \u0645\u0635\u0628\u0627\u062d\u06cc\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\" 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